AIPass drops local multi-agent CLI framework

AIPass is a "local-first" push toward true agentic autonomy, moving away from sandboxed assistants toward integrated teammates.

• –Persistent identity and memory solve the context-loss problem, allowing agents to "remember" project-specific nuances across sessions
• –The inter-agent messaging system (via local mailboxes) allows agents to wake each other up and delegate tasks without human hand-holding
• –Abandoning the sandbox in favor of a shared filesystem increases speed and integration but places a high premium on agent reliability and safety
• –Built-in standards enforcement via the "seedgo" tool helps combat the "autocomplete with style" hallucination trap by verifying output against project rules
• –Compatibility with Claude Code and Gemini CLI makes it a versatile wrapper for developers already using existing AI terminal tools